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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis Peixiang Huang Yanyan Huang Weiqin Zhao Junjun He Lequan Yu 14 0 0 01 Jul 2025
Co-VisiON: Co-Visibility ReasONing on Sparse Image Sets of Indoor Scenes Chao-Yeh Chen Nobel Dang Juexiao Zhang Wenkai Sun Pengfei Zheng Xuhang He Yimeng Ye Taarun Srinivas Taarun Srinivas Chen Feng 3DV 25 0 0 20 Jun 2025
Cross-modal Offset-guided Dynamic Alignment and Fusion for Weakly Aligned UAV Object Detection Liu Zongzhen Luo Hui Wang Zhixing Wei Yuxing Zuo Haorui Zhang Jianlin 24 0 0 20 Jun 2025
Next-Token Prediction Should be Ambiguity-Sensitive: A Meta-Learning Perspective Léo Gagnon Eric Elmoznino Sarthak Mittal Tom Marty Tejas Kasetty Dhanya Sridhar Guillaume Lajoie 12 0 0 19 Jun 2025
Bridging Brain with Foundation Models through Self-Supervised Learning Hamdi Altaheri Fakhri Karray Md. Milon Islam S M Taslim Uddin Raju Amir-Hossein Karimi 25 0 0 19 Jun 2025
Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution Shengjia Zhang Jiawei Chen Changdong Li Sheng Zhou Qihao Shi Yan Feng Chun-Yen Chen C. Wang 19 0 0 18 Jun 2025
Multi-Interest Recommendation: A Survey Zihao Li Qiang Chen Lixin Zou Aixin Sun Chenliang Li AI4TS 19 0 0 18 Jun 2025
Transit for All: Mapping Equitable Bike2Subway Connection using Region Representation Learning Min Namgung JangHyeon Lee Fangyi Ding Yao-Yi Chiang 10 0 0 18 Jun 2025
DisProtEdit: Exploring Disentangled Representations for Multi-Attribute Protein Editing Max Ku S. Sun Hongyu Guo Wenhu Chen 15 0 0 17 Jun 2025
Latent Action Diffusion for Cross-Embodiment Manipulation Erik Bauer Elvis Nava Robert K. Katzschmann 20 0 0 17 Jun 2025
Adaptive Accompaniment with ReaLchords Yusong Wu Tim Cooijmans Kyle Kastner Adam Roberts Ian Simon ... Shayegan Omidshafiei Aaron Courville Pablo Samuel Castro Natasha Jaques Cheng-Zhi Anna Huang 19 0 0 17 Jun 2025
Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 22 0 0 17 Jun 2025
CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs Tianming Zhang Renbo Zhang Zhengyi Yang Yunjun Gao Bin Cao Jing Fan 20 0 0 17 Jun 2025
EVA02-AT: Egocentric Video-Language Understanding with Spatial-Temporal Rotary Positional Embeddings and Symmetric Optimization Xiaoqi Wang Yi Wang Lap-Pui Chau 30 0 0 17 Jun 2025
Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval Kshitij Kavimandan Angelos Nalmpantis Emma Beauxis-Aussalet Robert-Jan Sips 27 0 0 16 Jun 2025
Enhancing Omics Cohort Discovery for Research on Neurodegeneration through Ontology-Augmented Embedding Models Jose A. Pardo Alicia Gómez-Pascual José Palma Juan A. Botía 9 0 0 16 Jun 2025
DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding Thomas Kreutz M. Mühlhäuser Alejandro Sánchez Guinea 34 0 0 16 Jun 2025
Magnetoencephalography (MEG) Based Non-Invasive Chinese Speech Decoding Zhihong Jia Hongbin Wang Yuanzhong Shen Feng Hu Jiayu An Kai Shu Dongrui Wu 17 1 0 15 Jun 2025
Performance Plateaus in Inference-Time Scaling for Text-to-Image Diffusion Without External Models Changhyun Choi S. Kim H. Jin Kim DiffM 21 0 0 14 Jun 2025
Improving Large Language Model Safety with Contrastive Representation Learning Samuel Simko Mrinmaya Sachan Bernhard Schölkopf Zhijing Jin AAML 15 0 0 13 Jun 2025
Collaborative Interest-aware Graph Learning for Group Identification Rui Zhao Beihong Jin Beibei Li Yiyuan Zheng 12 0 0 13 Jun 2025
Brain Network Analysis Based on Fine-tuned Self-supervised Model for Brain Disease Diagnosis Yifei Tang Hongjie Jiang Changhong Jing Hieu Pham Shuqiang Wang MedIm 20 0 0 13 Jun 2025
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments Zikang Leng Megha Thukral Yaqi Liu Hrudhai Rajasekhar S. Hiremath Thomas Plötz SyDa 30 0 0 13 Jun 2025
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration Jun Wang Lixing Zhu Xiaohan Yu A. Bhalerao Yulan He 122 0 0 12 Jun 2025
HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding Yanzhao Shi Xiaodan Zhang Junzhong Ji Haoning Jiang Chengxin Zheng Y. Wang Liangqiong Qu 89 0 0 11 Jun 2025
On the Similarities of Embeddings in Contrastive Learning Chungpa Lee Sehee Lim Kibok Lee Jy-yong Sohn SSL 81 0 0 11 Jun 2025
Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 53 0 0 11 Jun 2025
Diffuse and Disperse: Image Generation with Representation Regularization Runqian Wang Kaiming He DiffM 48 0 0 10 Jun 2025
Foundation Models in Medical Imaging -- A Review and Outlook Vivien van Veldhuizen Vanessa Botha C. Lu Melis Erdal Cesur Kevin Groot Lipman ... Cees Snoek Lodewyk Wessels Ritse Mann Eric Marcus Jonas Teuwen MedIm VLM AI4CE 68 0 0 10 Jun 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval Leqi Shen Guoqiang Gong Tianxiang Hao Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Jungong Han Guiguang Ding 24 0 0 10 Jun 2025
Integration of Contrastive Predictive Coding and Spiking Neural Networks Emirhan Bilgiç N. S. Şengör Namık Berk Yalabık Yavuz Selim Isler Aykut Görkem Gelen Rahmi Elibol 18 0 0 10 Jun 2025
scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data Olga Ovcharenko Florian Barkmann Philip Toma Imant Daunhawer Julia E. Vogt Sebastian Schelter Valentina Boeva 18 0 0 10 Jun 2025
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models Chenyu Lian Hong-Yu Zhou Dongyun Liang J. Qin L. Wang MedIm VLM 36 0 0 10 Jun 2025
Multimodal Representation Alignment for Cross-modal Information Retrieval Fan Xu Luis A. Leiva 17 0 0 10 Jun 2025
Comparing human and LLM proofreading in L2 writing: Impact on lexical and syntactic features Hakyung Sung Karla Csuros Min-Chang Sung 36 0 0 10 Jun 2025
Variational Supervised Contrastive Learning Ziwen Wang Jiajun Fan Thao Nguyen Heng Ji Ge Liu DRL SSL 47 0 0 09 Jun 2025
WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection Alexander Stepikin Evgenia Romanenkova Alexey Zaytsev 19 0 0 09 Jun 2025
Premise Selection for a Lean Hammer Thomas Zhu Joshua Clune Jeremy Avigad Albert Qiaochu Jiang Sean Welleck 13 0 0 09 Jun 2025
Scaling Human Activity Recognition: A Comparative Evaluation of Synthetic Data Generation and Augmentation Techniques Zikang Leng Archith Iyer Thomas Plötz 11 0 0 09 Jun 2025
PASS: Private Attributes Protection with Stochastic Data Substitution Yizhuo Chen Chun-Fu Chen Hsiang Hsu Shaohan Hu Tarek Abdelzaher 23 0 0 08 Jun 2025
Learning Robust Heterogeneous Graph Representations via Contrastive-Reconstruction under Sparse Semantics Di Lin Wanjing Ren Xuanbin Li Rui Zhang 18 0 0 07 Jun 2025
Zero Shot Composed Image Retrieval Santhosh Kakarla Gautama Shastry Bulusu Venkata 19 0 0 07 Jun 2025
CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval David Wan Han Wang Elias Stengel-Eskin Jaemin Cho Mohit Bansal VLM Presented at ResearchTrend Connect \| VLM on 02 Jul 2025 53 0 0 06 Jun 2025
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification Geonwoo Cho Jaemoon Lee Jaegyun Im Subi Lee Jihwan Lee Sundong Kim 36 0 0 06 Jun 2025
Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation Jiang Zhang Sumit Kumar Wei Chang Yubo Wang Feng Zhang Weize Mao Hanchao Yu Aashu Singh Min Li Qifan Wang 53 0 0 06 Jun 2025
Model-Driven Graph Contrastive Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra 71 0 0 06 Jun 2025
O-MaMa @ EgoExo4D Correspondence Challenge: Learning Object Mask Matching between Egocentric and Exocentric Views Lorenzo Mur-Labadia Maria Santos-Villafranca Alejandro Pérez-Yus J. Bermudez-Cameo Ruben Martinez-Cantin Jose J. Guerrero VLM 50 0 0 06 Jun 2025
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Yanzhao Zhang Mingxin Li Dingkun Long Xin Zhang Huan Lin ... An Yang Dayiheng Liu Junyang Lin Fei Huang Jingren Zhou 127 1 0 05 Jun 2025
Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning Jingyu Hu Hongbo Bo Jun Hong Xiaowei Liu Weiru Liu 94 0 0 05 Jun 2025
UniPTMs: The First Unified Multi-type PTM Site Prediction Model via Master-Slave Architecture-Based Multi-Stage Fusion Strategy and Hierarchical Contrastive Loss Yiyu Lin Yan Wang You Zhou X. Ni J. Wu Sen Yang 31 0 0 05 Jun 2025